Ask everyone, get one answer: CALL-E voice-agent rounds that phone a group one by one to find a date or gather opinions.
Dry-run-first Python toolkit for standardized scientific telephone surveys with a bilingual local workbench.
Sequential voice-agent cascade on CALL-E: calls restaurants one at a time until one meets your terms — delivery, pickup or a table.
CALL-E falsification engine: fixed interviews where contradictions can overturn a hypothesis.
Approval-gated grid-risk forecasting with XGBoost, explainable decision support, and disclosed CALL‑E voice escalation—dry-run by default.
Callback-first voice agent for university offices. Students leave a query; CALL-E calls back and resolves it.
The phone agent that refuses to guess. One disclosed verification call per healthcare directory listing: every answer cites its verbatim transcript span, reconciliation shows its arithmetic, and a conformal gate abstains rather than guess. CALL-E hackathon, Sep 2026.
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